A tool for finding recurring themes across a collection of blog posts. It reads post titles, descriptions, tags, and related metadata to suggest themes connecting at least four posts.

Finding possible series or synthesis topics in a blog corpus and listing the posts that support each suggested theme.

It helps reveal connections in existing writing that may not be obvious when posts are viewed separately. It proposes ideas without drafting the final article.

scribe — Skill for Claude Code by queelius/claude-anvil

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add queelius/claude-anvil --skill scribe

Clone the repo

git clone --depth 1 https://github.com/queelius/claude-anvil

Made for: Claude Code.

Or install mf, the plugin that ships this one along with the rest of its 2 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/queelius/claude-anvil/scribe/github.svg)](https://agentmods.dev/skills/queelius/claude-anvil/scribe)

Your own site

<a href="https://agentmods.dev/skills/queelius/claude-anvil/scribe"><img src="https://agentmods.dev/badge/skills/queelius/claude-anvil/scribe/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/queelius/claude-anvil/scribe"><img src="https://agentmods.dev/badge/skills/queelius/claude-anvil/scribe.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 113 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,718 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00113	$0.01718
Opus 5.5	$0.00045	$0.00687
Sonnet 5.5	$0.00023	$0.00344
Haiku 4.5	$0.00011	$0.00172

Measured 12d ago against content hash eccb250f9bd7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

scribe scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

mf/skills/scribe/SKILL.md · 109 lines

How it starts

The opening of the file, as written. The whole thing — 109 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scribe: latent theme discovery

Find threads in the user's corpus that they did not realize they had already written. Scan every published post, return up to 3 candidate themes that connect at least 4 posts each, each with a one-sentence through-line and its source posts. The output is a proposal, never a draft.

Arguments: a time window (5y) or --tag <name> filter; default is the full corpus.

Workflow

1. Read the corpus

Get title, date, description, and tags for every post. Three paths, in preference order:

mf posts list --json (primary): one Bash call returns the whole corpus as a JSON array with slug, title, date, description, tags (plus categories/series/featured/draft). Works from any directory (mf resolves the site root itself), and the scribe filters map natively:
- /scribe 5y (time window): mf posts list --json --since <ISO date> (or months, e.g. 60m; the CLI accepts YYYY-MM-DD or 30d/4w/3m forms, not years)
- /scribe --tag philosophy: mf posts list --json -t philosophy
- Requires an mf build that includes description in the JSON (added 2026-06-09); if description is missing from the output, fall through.
- First confirm mf --version prints mf, version .... TeX Live's /usr/bin/mf (Metafont) can shadow the metafunctor CLI; if that is what runs, or if the output is not a JSON array for any reason, fall through to the next path (and mention that uv tool install -e ~/github/repos/mf fixes it).
crier_search (if the crier plugin is installed): crier_search(limit=1000) (the default limit is 50, and the corpus is past 250 posts; check that the count returned is below the limit).
Glob fallback (fully self-contained): resolve the metafunctor site root from the MF_SITE_ROOT env var or the site_root key in ~/.config/mf/config.yaml, then Glob content/post/**/index.md and read the YAML front matter.

You only need title, date, description, and tags; do not read post bodies.

Read the full file on GitHub · 109 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

12d ago Changed · -22 lines eccb250f9bd7
15d ago Changed · +1 lines fd1df931b5fd
2mo ago First seen · 130 lines · 113 tokens per session scan A ae72bdd6ebbe

Subscribe to this mod's changes

scribe is a skill published in the GitHub repository queelius/claude-anvil (2 stars, last pushed yesterday), licensed MIT. It adds 113 tokens to every session and 1,718 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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